For the main site, go to Administration, Advanced Tools, Feature Installation & Configuration. Click the "wrench" icon by the feature you want to hide, and check the "Exclude From Feature List" box.
If you are talking about a child site, then in the main site, go to Administration, Site Settings. Choose the child site you're managing from the drop-down list. Go to the Features tab, and add or remove features from there.
Jamie